Zobrazeno 1 - 10
of 94
pro vyhledávání: '"Bandyopadhyay, Soma"'
Driving behavior monitoring plays a crucial role in managing road safety and decreasing the risk of traffic accidents. Driving behavior is affected by multiple factors like vehicle characteristics, types of roads, traffic, but, most importantly, the
Externí odkaz:
http://arxiv.org/abs/2205.07870
Time-series generated by end-users, edge devices, and different wearables are mostly unlabelled. We propose a method to auto-generate labels of un-labelled time-series, exploiting very few representative labelled time-series. Our method is based on r
Externí odkaz:
http://arxiv.org/abs/2107.05458
Getting a robust time-series clustering with best choice of distance measure and appropriate representation is always a challenge. We propose a novel mechanism to identify the clusters combining learned compact representation of time-series, Auto Enc
Externí odkaz:
http://arxiv.org/abs/2101.03742
Autor:
Bandyopadhyay, Soma Aditya1 somaadityabandyopadhyay@gmail.com, Saha, Shramana2
Publikováno v:
Indian Journal of Health & Wellbeing. Jun2024, Vol. 15 Issue 2, p274-277. 4p.
Computational analysis on physiological signals would provide immense impact for enabling automated clinical analytics. However, the class imbalance issue where negative or minority class instances are rare in number impairs the robustness of the pra
Externí odkaz:
http://arxiv.org/abs/1812.07498
In this article, we propose a novel technique for classification of the Murmurs in heart sound. We introduce a novel deep neural network architecture using parallel combination of the Recurrent Neural Network (RNN) based Bidirectional Long Short-Term
Externí odkaz:
http://arxiv.org/abs/1808.04411
Publikováno v:
Innovations in Systems & Software Engineering; Dec2024, Vol. 20 Issue 4, p719-726, 8p
Akademický článek
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Autor:
Pal Manidip, Bandyopadhyay Soma
Publikováno v:
Journal of Family Medicine and Primary Care, Vol 9, Iss 9, Pp 4526-4529 (2020)
Urinary bladder is an adjacent viscus susceptible for intraoperative injury during cesarean section (CS). Prolonged labor, scarred uterus, intraabdominal adhesion, emergency CS, advanced labor, cesarean hysterectomy etc., are the predisposing factors
Externí odkaz:
https://doaj.org/article/65c30fc89d744320b47086b12221aa45
Publikováno v:
Journal of Family Medicine & Primary Care. Jan2022, Vol. 11 Issue 1, p79-83. 5p.